Home // International Journal On Advances in Software, volume 5, numbers 3 and 4, 2012 // View article

Subjective Assessment of Data Quality considering their Interdependencies and Relevance according to the Type of Information Systems

Authors:
Maria del Pilar Angeles
Francisco Javier García-Ugalde

Keywords: quality; subjective assessment; user stereotypes; quality framework; data cleansing.

Abstract:
The assessment of Data Quality varies according to the information systems, quality properties, quality priorities, and user experience among other factors. This paper presents a number of user stereotypes, a study of the relevance of the quality properties from experienced users mainly at the industry and an assessment method for subjective quality criteria considering their interdependencies. A Data Quality Manager prototype has been extended to suggest quality properties, their corresponding priorities and the possibility of subjective assessment of secondary quality criteria. The relevance and assessment of quality criteria according to the type of Information Systems is presented and validated.

Pages: 389 to 400

Copyright: Copyright (c) to authors, 2012. Used with permission.

Publication date: December 31, 2012

Published in: journal

ISSN: 1942-2628